Xu Ziwen

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authored 9 papers 13 days ago

A Comprehensive Study of Knowledge Editing for Large Language Models

Paper • 2401.01286 • Published Jan 2, 2024 • 21

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models

Paper • 2402.03049 • Published Feb 5, 2024 • 1

Detoxifying Large Language Models via Knowledge Editing

Paper • 2403.14472 • Published Mar 21, 2024 • 3

Knowledge Circuits in Pretrained Transformers

Paper • 2405.17969 • Published May 28, 2024 • 1

WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models

Paper • 2405.14768 • Published May 23, 2024 • 1

Automating Steering for Safe Multimodal Large Language Models

Paper • 2507.13255 • Published Jul 17, 2025 • 4

LightMem: Lightweight and Efficient Memory-Augmented Generation

Paper • 2510.18866 • Published Oct 21, 2025 • 115

Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics

Paper • 2602.02343 • Published Feb 2 • 13

How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities

Paper • 2603.02578 • Published Mar 3 • 25

authored a paper 11 months ago

Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms

Paper • 2505.20322 • Published May 23, 2025 • 14

authored a paper 12 months ago

EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models

Paper • 2504.15133 • Published Apr 21, 2025 • 26

authored a paper about 1 year ago

ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems

Paper • 2503.20756 • Published Mar 26, 2025 • 7

authored a paper over 1 year ago

Knowledge Mechanisms in Large Language Models: A Survey and Perspective

Paper • 2407.15017 • Published Jul 22, 2024 • 34